Evidence map›Paper›PMID 42230686›Full record

ArticleScientific reports2026

Effects of size and atomic defects on the buckling of single-layer and double-layer graphene nanoplates using AFEM.

Karim Aliakbari, Akbar Jafari, Mina Amiri

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Karim AliakbariDepartment of Mechanical Engineering, Technical and Vocational University (TVU), Tehran, Iran. karim.aliakbari@gmail.com.
Akbar JafariDepartment of Mechanical Engineering, Technical and Vocational University (TVU), Tehran, Iran. a_jafari@tvu.ac.ir.
Mina AmiriDepartment of Mechanical Engineering, Sirjan University of Technology, Sirjan, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study investigates the effect of single atomic vacancy defects with different random distributions on the buckling behavior of single- and double-layer graphene nanoplates. A parametric analysis was conducted to assess the influence of nanoplate dimensions, aspect ratio, defect concentration, number of layers, and boundary conditions on the critical buckling load ([Formula: see text]). To capture the discrete nature of graphene, the nanoplates were modeled using a space frame approach, where covalent bonds between carbon atoms were represented as beam elements and interlayer van der Waals forces were simulated using linear elastic springs. The atomic positions were generated using MATLAB and imported into ANSYS, where neighboring atoms were connected based on an energy-equivalent mapping between interatomic and elastic beam energies. Springs were added between atoms located within a defined cutoff distance to represent long-range interlayer interactions. A linear finite element buckling analysis was performed by solving an eigenvalue problem using beam and spring elements with linear elastic behavior. Model validation was achieved by comparing simulation results to data available in the literature. The results show that vacancy defects significantly reduce [Formula: see text]-up to 40% at 10% defect concentration. Furthermore, three distinct distributions of defects were examined for each concentration to explore spatial effects on buckling resistance.

Indexed as

Atomic finite element methodBuckling loadDefectsGraphene nanoplateLayers

Identifiers

PMID42230686
PMCPMC13478317

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.